Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LLM4TDD: Best Practices for Test Driven Development Using Large Language Models
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2312.04687.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:47:07.728062Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T16:11:11.881222Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 3196e981-6d06-4d33-949e-8b742d56517c · inbound
REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models cites this paper.
REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models LLM4TDD: Best Practices for Test Driven Development Using Large Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:07:12.566560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5ec8b29-f0af-4db3-9c5c-a70c71903b42 · inbound
Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation cites this paper.
Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation LLM4TDD: Best Practices for Test Driven Development Using Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:47:07.728062Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5330ecc8-5451-4436-ac6d-75681357cf5d · inbound
The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development cites this paper.
The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development LLM4TDD: Best Practices for Test Driven Development Using Large Language Models
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:11:11.888241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.